Design of Convolutional Neural Networks Architecture for Non-Profiled Side-Channel Attack Detection

Design of Convolutional Neural Networks Architecture for Non-Profiled Side-Channel Attack Detection

Deep learning (DL) is a new option that has just been made available for side-channel analysis. DL approaches for profiled side-channel attacks (SCA) have dominated research till now. In this attack, the attacker has complete control over the profiling device and can collect many traces for a range...

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Bibliographic Details
Main Authors: Amjed Abbas Ahmed, Mohammad Kamrul Hasan, Shayla Islam, Azana Hafizah Mohd Aman, Nurhizam Safie
Format: Article
Language:English
Published: Kaunas University of Technology 2023-08-01
Series:Elektronika ir Elektrotechnika
Subjects:
non-profile side-channel attack
aes
cnn
Online Access:https://eejournal.ktu.lt/index.php/elt/article/view/33995

Internet

https://eejournal.ktu.lt/index.php/elt/article/view/33995

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